Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 942 |
| Missing cells | 471 |
| Missing cells (%) | 2.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 588.8 KiB |
| Average record size in memory | 640.1 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 11 |
| Categorical | 9 |
| Boolean | 3 |
brand_name is highly overall correlated with has_ir_blaster and 6 other fields | High correlation |
extended_memory_available is highly overall correlated with extended_upto and 7 other fields | High correlation |
extended_upto is highly overall correlated with extended_memory_available and 5 other fields | High correlation |
fast_charging is highly overall correlated with extended_memory_available and 9 other fields | High correlation |
fast_charging_available is highly overall correlated with fast_charging and 5 other fields | High correlation |
has_5g is highly overall correlated with extended_memory_available and 8 other fields | High correlation |
has_ir_blaster is highly overall correlated with brand_name | High correlation |
has_nfc is highly overall correlated with brand_name and 5 other fields | High correlation |
internal_memory is highly overall correlated with fast_charging and 7 other fields | High correlation |
num_cores is highly overall correlated with brand_name and 4 other fields | High correlation |
num_rear_cameras is highly overall correlated with fast_charging_available | High correlation |
os is highly overall correlated with brand_name and 2 other fields | High correlation |
price is highly overall correlated with extended_memory_available and 10 other fields | High correlation |
primary_camera_front is highly overall correlated with fast_charging and 6 other fields | High correlation |
primary_camera_rear is highly overall correlated with fast_charging_available and 2 other fields | High correlation |
processor_brand is highly overall correlated with brand_name and 3 other fields | High correlation |
processor_speed is highly overall correlated with extended_memory_available and 10 other fields | High correlation |
ram_capacity is highly overall correlated with extended_memory_available and 9 other fields | High correlation |
rating is highly overall correlated with fast_charging and 9 other fields | High correlation |
refresh_rate is highly overall correlated with brand_name and 10 other fields | High correlation |
screen_size is highly overall correlated with brand_name | High correlation |
os is highly imbalanced (80.5%) | Imbalance |
num_cores is highly imbalanced (72.7%) | Imbalance |
num_front_cameras is highly imbalanced (88.8%) | Imbalance |
rating has 85 (9.0%) missing values | Missing |
processor_speed has 41 (4.4%) missing values | Missing |
processor_brand has 20 (2.1%) missing values | Missing |
fast_charging has 195 (20.7%) missing values | Missing |
extended_upto has 116 (12.3%) missing values | Missing |
model has unique values | Unique |
extended_upto has 329 (34.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-07 14:22:16.878238 |
|---|---|
| Analysis finished | 2025-02-07 14:22:48.762813 |
| Duration | 31.88 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
model
Text
Unique
| Distinct | 942 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.5 KiB |
Length
| Max length | 50 |
|---|---|
| Median length | 39 |
| Mean length | 20.352442 |
| Min length | 6 |
Unique
| Unique | 942 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | OnePlus 11 5G |
|---|---|
| 2nd row | OnePlus Nord CE 2 Lite 5G |
| 3rd row | Samsung Galaxy A14 5G |
| 4th row | Motorola Moto G62 5G |
| 5th row | Realme 10 Pro Plus |
| Value | Count | Frequency (%) |
| 5g | 300 | 7.2% |
| ram | 218 | 5.2% |
| 212 | 5.1% | |
| pro | 198 | 4.8% |
| 128gb | 133 | 3.2% |
| xiaomi | 130 | 3.1% |
| galaxy | 129 | 3.1% |
| samsung | 129 | 3.1% |
| vivo | 106 | 2.5% |
| redmi | 102 | 2.4% |
| Other values (496) | 2507 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3222 | 16.8% | |
| o | 1192 | 6.2% |
| G | 986 | 5.1% |
| a | 849 | 4.4% |
| i | 831 | 4.3% |
| e | 765 | 4.0% |
| 1 | 587 | 3.1% |
| P | 560 | 2.9% |
| 2 | 508 | 2.6% |
| m | 494 | 2.6% |
| Other values (56) | 9178 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19172 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3222 | 16.8% | |
| o | 1192 | 6.2% |
| G | 986 | 5.1% |
| a | 849 | 4.4% |
| i | 831 | 4.3% |
| e | 765 | 4.0% |
| 1 | 587 | 3.1% |
| P | 560 | 2.9% |
| 2 | 508 | 2.6% |
| m | 494 | 2.6% |
| Other values (56) | 9178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19172 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3222 | 16.8% | |
| o | 1192 | 6.2% |
| G | 986 | 5.1% |
| a | 849 | 4.4% |
| i | 831 | 4.3% |
| e | 765 | 4.0% |
| 1 | 587 | 3.1% |
| P | 560 | 2.9% |
| 2 | 508 | 2.6% |
| m | 494 | 2.6% |
| Other values (56) | 9178 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19172 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3222 | 16.8% | |
| o | 1192 | 6.2% |
| G | 986 | 5.1% |
| a | 849 | 4.4% |
| i | 831 | 4.3% |
| e | 765 | 4.0% |
| 1 | 587 | 3.1% |
| P | 560 | 2.9% |
| 2 | 508 | 2.6% |
| m | 494 | 2.6% |
| Other values (56) | 9178 |
price
Real number (ℝ)
High correlation
| Distinct | 357 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28611.932 |
| Minimum | 3499 |
|---|---|
| Maximum | 182999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 3499 |
|---|---|
| 5-th percentile | 7300.05 |
| Q1 | 12999 |
| median | 19984 |
| Q3 | 32999 |
| 95-th percentile | 82950.45 |
| Maximum | 182999 |
| Range | 179500 |
| Interquartile range (IQR) | 20000 |
Descriptive statistics
| Standard deviation | 26063.178 |
|---|---|
| Coefficient of variation (CV) | 0.91091989 |
| Kurtosis | 7.582136 |
| Mean | 28611.932 |
| Median Absolute Deviation (MAD) | 8485 |
| Skewness | 2.4766587 |
| Sum | 26952440 |
| Variance | 6.7928924 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14999 | 21 | 2.2% |
| 11999 | 17 | 1.8% |
| 19990 | 17 | 1.8% |
| 16999 | 16 | 1.7% |
| 19999 | 16 | 1.7% |
| 17999 | 15 | 1.6% |
| 15999 | 15 | 1.6% |
| 13999 | 15 | 1.6% |
| 8999 | 14 | 1.5% |
| 9999 | 14 | 1.5% |
| Other values (347) | 782 |
| Value | Count | Frequency (%) |
| 3499 | 1 | |
| 3890 | 1 | |
| 3990 | 1 | |
| 3999 | 1 | |
| 4499 | 1 | |
| 4649 | 1 | |
| 4787 | 1 | |
| 4999 | 1 | |
| 5249 | 1 | |
| 5299 | 1 |
| Value | Count | Frequency (%) |
| 182999 | 1 | |
| 179900 | 1 | |
| 172999 | 1 | |
| 169900 | 1 | |
| 149900 | 1 | |
| 147900 | 1 | |
| 142990 | 1 | |
| 139990 | 1 | |
| 139900 | 1 | |
| 134999 | 1 |
rating
Real number (ℝ)
High correlation Missing
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 85 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.23804 |
| Minimum | 60 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 74 |
| median | 80 |
| Q3 | 84 |
| 95-th percentile | 88 |
| Maximum | 89 |
| Range | 29 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.3863223 |
|---|---|
| Coefficient of variation (CV) | 0.094408325 |
| Kurtosis | -0.31040465 |
| Mean | 78.23804 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.70043336 |
| Sum | 67050 |
| Variance | 54.557757 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 84 | 59 | 6.3% |
| 82 | 57 | 6.1% |
| 83 | 55 | 5.8% |
| 85 | 50 | 5.3% |
| 75 | 49 | 5.2% |
| 80 | 47 | 5.0% |
| 86 | 46 | 4.9% |
| 79 | 45 | 4.8% |
| 77 | 38 | 4.0% |
| 78 | 36 | 3.8% |
| Other values (20) | 375 | |
| (Missing) | 85 | 9.0% |
| Value | Count | Frequency (%) |
| 60 | 11 | |
| 61 | 15 | |
| 62 | 10 | |
| 63 | 10 | |
| 64 | 10 | |
| 65 | 14 | |
| 66 | 15 | |
| 67 | 13 | |
| 68 | 13 | |
| 69 | 18 |
| Value | Count | Frequency (%) |
| 89 | 33 | |
| 88 | 24 | |
| 87 | 31 | |
| 86 | 46 | |
| 85 | 50 | |
| 84 | 59 | |
| 83 | 55 | |
| 82 | 57 | |
| 81 | 34 | |
| 80 | 47 |
os
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 8 |
| Missing (%) | 0.8% |
| Memory size | 66.0 KiB |
| android | |
|---|---|
| ios | 35 |
| other | 9 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.8308351 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | android |
|---|---|
| 2nd row | android |
| 3rd row | android |
| 4th row | android |
| 5th row | android |
Common Values
| Value | Count | Frequency (%) |
| android | 890 | |
| ios | 35 | 3.7% |
| other | 9 | 1.0% |
| (Missing) | 8 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| android | 890 | |
| ios | 35 | 3.7% |
| other | 9 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1780 | |
| o | 934 | |
| i | 925 | |
| r | 899 | |
| n | 890 | |
| a | 890 | |
| s | 35 | 0.5% |
| t | 9 | 0.1% |
| h | 9 | 0.1% |
| e | 9 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6380 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 1780 | |
| o | 934 | |
| i | 925 | |
| r | 899 | |
| n | 890 | |
| a | 890 | |
| s | 35 | 0.5% |
| t | 9 | 0.1% |
| h | 9 | 0.1% |
| e | 9 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6380 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 1780 | |
| o | 934 | |
| i | 925 | |
| r | 899 | |
| n | 890 | |
| a | 890 | |
| s | 35 | 0.5% |
| t | 9 | 0.1% |
| h | 9 | 0.1% |
| e | 9 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6380 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 1780 | |
| o | 934 | |
| i | 925 | |
| r | 899 | |
| n | 890 | |
| a | 890 | |
| s | 35 | 0.5% |
| t | 9 | 0.1% |
| h | 9 | 0.1% |
| e | 9 | 0.1% |
brand_name
Categorical
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.9 KiB |
| xiaomi | |
|---|---|
| samsung | |
| vivo | |
| realme | |
| oppo | |
| Other values (38) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 5.5424628 |
| Min length | 2 |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | oneplus |
|---|---|
| 2nd row | oneplus |
| 3rd row | samsung |
| 4th row | motorola |
| 5th row | realme |
Common Values
| Value | Count | Frequency (%) |
| xiaomi | 130 | |
| samsung | 129 | |
| vivo | 106 | |
| realme | 97 | |
| oppo | 84 | |
| motorola | 52 | 5.5% |
| oneplus | 42 | 4.5% |
| poco | 41 | 4.4% |
| apple | 35 | 3.7% |
| tecno | 33 | 3.5% |
| Other values (33) | 193 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| xiaomi | 130 | |
| samsung | 129 | |
| vivo | 106 | |
| realme | 97 | |
| oppo | 84 | |
| motorola | 52 | 5.5% |
| oneplus | 42 | 4.5% |
| poco | 41 | 4.4% |
| apple | 35 | 3.7% |
| tecno | 33 | 3.5% |
| Other values (33) | 193 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 881 | |
| i | 550 | |
| a | 500 | |
| m | 417 | 8.0% |
| e | 363 | 7.0% |
| s | 325 | 6.2% |
| p | 322 | 6.2% |
| n | 319 | 6.1% |
| l | 277 | 5.3% |
| v | 222 | 4.3% |
| Other values (16) | 1045 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5221 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 881 | |
| i | 550 | |
| a | 500 | |
| m | 417 | 8.0% |
| e | 363 | 7.0% |
| s | 325 | 6.2% |
| p | 322 | 6.2% |
| n | 319 | 6.1% |
| l | 277 | 5.3% |
| v | 222 | 4.3% |
| Other values (16) | 1045 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5221 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 881 | |
| i | 550 | |
| a | 500 | |
| m | 417 | 8.0% |
| e | 363 | 7.0% |
| s | 325 | 6.2% |
| p | 322 | 6.2% |
| n | 319 | 6.1% |
| l | 277 | 5.3% |
| v | 222 | 4.3% |
| Other values (16) | 1045 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5221 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 881 | |
| i | 550 | |
| a | 500 | |
| m | 417 | 8.0% |
| e | 363 | 7.0% |
| s | 325 | 6.2% |
| p | 322 | 6.2% |
| n | 319 | 6.1% |
| l | 277 | 5.3% |
| v | 222 | 4.3% |
| Other values (16) | 1045 |
has_5g
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 519 | |
| False | 423 |
has_nfc
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 581 | |
| True | 361 |
has_ir_blaster
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 790 | |
| True | 152 | 16.1% |
num_cores
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 5 |
| Missing (%) | 0.5% |
| Memory size | 62.5 KiB |
| 8.0 | |
|---|---|
| 4.0 | 36 |
| 6.0 | 29 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 8.0 |
|---|---|
| 2nd row | 8.0 |
| 3rd row | 8.0 |
| 4th row | 8.0 |
| 5th row | 8.0 |
Common Values
| Value | Count | Frequency (%) |
| 8.0 | 872 | |
| 4.0 | 36 | 3.8% |
| 6.0 | 29 | 3.1% |
| (Missing) | 5 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8.0 | 872 | |
| 4.0 | 36 | 3.8% |
| 6.0 | 29 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 937 | |
| 0 | 937 | |
| 8 | 872 | |
| 4 | 36 | 1.3% |
| 6 | 29 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2811 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 937 | |
| 0 | 937 | |
| 8 | 872 | |
| 4 | 36 | 1.3% |
| 6 | 29 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2811 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 937 | |
| 0 | 937 | |
| 8 | 872 | |
| 4 | 36 | 1.3% |
| 6 | 29 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2811 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 937 | |
| 0 | 937 | |
| 8 | 872 | |
| 4 | 36 | 1.3% |
| 6 | 29 | 1.0% |
processor_speed
Real number (ℝ)
High correlation Missing
| Distinct | 35 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 41 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4075805 |
| Minimum | 1.2 |
|---|---|
| Maximum | 3.22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 2.05 |
| median | 2.3 |
| Q3 | 2.84 |
| 95-th percentile | 3.2 |
| Maximum | 3.22 |
| Range | 2.02 |
| Interquartile range (IQR) | 0.79 |
Descriptive statistics
| Standard deviation | 0.45646775 |
|---|---|
| Coefficient of variation (CV) | 0.18959605 |
| Kurtosis | -0.54643226 |
| Mean | 2.4075805 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.24668622 |
| Sum | 2169.23 |
| Variance | 0.20836281 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 2 | 144 | |
| 2.2 | 134 | |
| 2.4 | 128 | |
| 3.2 | 86 | |
| 2.3 | 86 | |
| 3 | 50 | 5.3% |
| 2.84 | 29 | 3.1% |
| 2.05 | 28 | 3.0% |
| 1.8 | 23 | 2.4% |
| 2.5 | 23 | 2.4% |
| Other values (25) | 170 | |
| (Missing) | 41 | 4.4% |
| Value | Count | Frequency (%) |
| 1.2 | 1 | 0.1% |
| 1.3 | 10 | 1.1% |
| 1.4 | 5 | 0.5% |
| 1.5 | 3 | 0.3% |
| 1.6 | 20 | 2.1% |
| 1.8 | 23 | 2.4% |
| 1.82 | 10 | 1.1% |
| 1.95 | 1 | 0.1% |
| 1.99 | 1 | 0.1% |
| 2 | 144 |
| Value | Count | Frequency (%) |
| 3.22 | 16 | 1.7% |
| 3.2 | 86 | |
| 3.13 | 2 | 0.2% |
| 3.1 | 7 | 0.7% |
| 3.05 | 8 | 0.8% |
| 3 | 50 | |
| 2.96 | 2 | 0.2% |
| 2.9 | 13 | 1.4% |
| 2.86 | 1 | 0.1% |
| 2.85 | 19 | 2.0% |
processor_brand
Categorical
High correlation Missing
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 20 |
| Missing (%) | 2.1% |
| Memory size | 67.0 KiB |
| snapdragon | |
|---|---|
| helio | |
| dimensity | |
| exynos | |
| bionic | 34 |
| Other values (8) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.0433839 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | snapdragon |
|---|---|
| 2nd row | snapdragon |
| 3rd row | exynos |
| 4th row | snapdragon |
| 5th row | dimensity |
Common Values
| Value | Count | Frequency (%) |
| snapdragon | 392 | |
| helio | 198 | |
| dimensity | 176 | |
| exynos | 50 | 5.3% |
| bionic | 34 | 3.6% |
| unisoc | 26 | 2.8% |
| tiger | 24 | 2.5% |
| 9 | 1.0% | |
| kirin | 5 | 0.5% |
| spreadtrum | 4 | 0.4% |
| Other values (3) | 4 | 0.4% |
| (Missing) | 20 | 2.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| snapdragon | 392 | |
| helio | 198 | |
| dimensity | 176 | |
| exynos | 50 | 5.4% |
| bionic | 34 | 3.7% |
| unisoc | 26 | 2.8% |
| tiger | 24 | 2.6% |
| 9 | 1.0% | |
| kirin | 5 | 0.5% |
| spreadtrum | 4 | 0.4% |
| Other values (3) | 4 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1076 | |
| a | 790 | |
| o | 719 | |
| i | 679 | |
| s | 651 | |
| d | 572 | |
| e | 461 | 6.2% |
| g | 434 | 5.9% |
| r | 429 | 5.8% |
| p | 396 | 5.3% |
| Other values (17) | 1209 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7416 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1076 | |
| a | 790 | |
| o | 719 | |
| i | 679 | |
| s | 651 | |
| d | 572 | |
| e | 461 | 6.2% |
| g | 434 | 5.9% |
| r | 429 | 5.8% |
| p | 396 | 5.3% |
| Other values (17) | 1209 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7416 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1076 | |
| a | 790 | |
| o | 719 | |
| i | 679 | |
| s | 651 | |
| d | 572 | |
| e | 461 | 6.2% |
| g | 434 | 5.9% |
| r | 429 | 5.8% |
| p | 396 | 5.3% |
| Other values (17) | 1209 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7416 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1076 | |
| a | 790 | |
| o | 719 | |
| i | 679 | |
| s | 651 | |
| d | 572 | |
| e | 461 | 6.2% |
| g | 434 | 5.9% |
| r | 429 | 5.8% |
| p | 396 | 5.3% |
| Other values (17) | 1209 |
ram_capacity
Real number (ℝ)
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4808917 |
| Minimum | 1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6880212 |
|---|---|
| Coefficient of variation (CV) | 0.41476101 |
| Kurtosis | 1.3022908 |
| Mean | 6.4808917 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.78438868 |
| Sum | 6105 |
| Variance | 7.2254581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 8 | 329 | |
| 6 | 231 | |
| 4 | 209 | |
| 12 | 70 | 7.4% |
| 3 | 54 | 5.7% |
| 2 | 31 | 3.3% |
| 16 | 9 | 1.0% |
| 1 | 7 | 0.7% |
| 18 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.7% |
| 2 | 31 | 3.3% |
| 3 | 54 | 5.7% |
| 4 | 209 | |
| 6 | 231 | |
| 8 | 329 | |
| 12 | 70 | 7.4% |
| 16 | 9 | 1.0% |
| 18 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.2% |
| 16 | 9 | 1.0% |
| 12 | 70 | 7.4% |
| 8 | 329 | |
| 6 | 231 | |
| 4 | 209 | |
| 3 | 54 | 5.7% |
| 2 | 31 | 3.3% |
| 1 | 7 | 0.7% |
internal_memory
Real number (ℝ)
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 135.24416 |
| Minimum | 8 |
|---|---|
| Maximum | 1024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 64 |
| median | 128 |
| Q3 | 128 |
| 95-th percentile | 256 |
| Maximum | 1024 |
| Range | 1016 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 98.101196 |
|---|---|
| Coefficient of variation (CV) | 0.72536363 |
| Kurtosis | 29.582399 |
| Mean | 135.24416 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1027798 |
| Sum | 127400 |
| Variance | 9623.8447 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 128 | 517 | |
| 64 | 188 | 20.0% |
| 256 | 139 | 14.8% |
| 32 | 67 | 7.1% |
| 512 | 14 | 1.5% |
| 16 | 12 | 1.3% |
| 1024 | 4 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 16 | 12 | 1.3% |
| 32 | 67 | 7.1% |
| 64 | 188 | 20.0% |
| 128 | 517 | |
| 256 | 139 | 14.8% |
| 512 | 14 | 1.5% |
| 1024 | 4 | 0.4% |
| Value | Count | Frequency (%) |
| 1024 | 4 | 0.4% |
| 512 | 14 | 1.5% |
| 256 | 139 | 14.8% |
| 128 | 517 | |
| 64 | 188 | 20.0% |
| 32 | 67 | 7.1% |
| 16 | 12 | 1.3% |
| 8 | 1 | 0.1% |
battery_capacity
Real number (ℝ)
| Distinct | 83 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4784.1752 |
| Minimum | 1821 |
|---|---|
| Maximum | 7000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 1821 |
|---|---|
| 5-th percentile | 3500 |
| Q1 | 4500 |
| median | 5000 |
| Q3 | 5000 |
| 95-th percentile | 6000 |
| Maximum | 7000 |
| Range | 5179 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 636.73504 |
|---|---|
| Coefficient of variation (CV) | 0.13309192 |
| Kurtosis | 3.7646755 |
| Mean | 4784.1752 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.83157311 |
| Sum | 4506693 |
| Variance | 405431.51 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5000 | 485 | |
| 4500 | 93 | 9.9% |
| 6000 | 60 | 6.4% |
| 4000 | 40 | 4.2% |
| 4700 | 26 | 2.8% |
| 4300 | 24 | 2.5% |
| 4800 | 17 | 1.8% |
| 4200 | 13 | 1.4% |
| 5020 | 10 | 1.1% |
| 4230 | 7 | 0.7% |
| Other values (73) | 167 | 17.7% |
| Value | Count | Frequency (%) |
| 1821 | 1 | |
| 1900 | 1 | |
| 2000 | 1 | |
| 2050 | 1 | |
| 2150 | 1 | |
| 2230 | 1 | |
| 2400 | 1 | |
| 2438 | 1 | |
| 2500 | 1 | |
| 2730 | 1 |
| Value | Count | Frequency (%) |
| 7000 | 6 | 0.6% |
| 6000 | 60 | |
| 5600 | 1 | 0.1% |
| 5500 | 4 | 0.4% |
| 5200 | 3 | 0.3% |
| 5180 | 1 | 0.1% |
| 5160 | 5 | 0.5% |
| 5100 | 4 | 0.4% |
| 5080 | 6 | 0.6% |
| 5065 | 1 | 0.1% |
fast_charging
Real number (ℝ)
High correlation Missing
| Distinct | 31 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 195 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.925033 |
| Minimum | 10 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 18 |
| median | 33 |
| Q3 | 66 |
| 95-th percentile | 120 |
| Maximum | 240 |
| Range | 230 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 34.61008 |
|---|---|
| Coefficient of variation (CV) | 0.75362123 |
| Kurtosis | 3.3842813 |
| Mean | 45.925033 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.6595102 |
| Sum | 34306 |
| Variance | 1197.8576 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 33 | 149 | |
| 18 | 128 | |
| 67 | 61 | 6.5% |
| 25 | 50 | 5.3% |
| 120 | 46 | 4.9% |
| 15 | 43 | 4.6% |
| 80 | 40 | 4.2% |
| 10 | 33 | 3.5% |
| 30 | 32 | 3.4% |
| 66 | 31 | 3.3% |
| Other values (21) | 134 | |
| (Missing) | 195 |
| Value | Count | Frequency (%) |
| 10 | 33 | 3.5% |
| 15 | 43 | 4.6% |
| 18 | 128 | |
| 19 | 1 | 0.1% |
| 20 | 10 | 1.1% |
| 21 | 2 | 0.2% |
| 22 | 5 | 0.5% |
| 25 | 50 | 5.3% |
| 30 | 32 | 3.4% |
| 33 | 149 |
| Value | Count | Frequency (%) |
| 240 | 1 | 0.1% |
| 210 | 2 | 0.2% |
| 200 | 1 | 0.1% |
| 180 | 1 | 0.1% |
| 165 | 1 | 0.1% |
| 150 | 7 | 0.7% |
| 135 | 1 | 0.1% |
| 125 | 6 | 0.6% |
| 120 | 46 | |
| 100 | 7 | 0.7% |
screen_size
Real number (ℝ)
High correlation
| Distinct | 67 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5252017 |
| Minimum | 3.54 |
|---|---|
| Maximum | 6.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 3.54 |
|---|---|
| 5-th percentile | 6.1 |
| Q1 | 6.5 |
| median | 6.58 |
| Q3 | 6.67 |
| 95-th percentile | 6.8 |
| Maximum | 6.95 |
| Range | 3.41 |
| Interquartile range (IQR) | 0.17 |
Descriptive statistics
| Standard deviation | 0.29214388 |
|---|---|
| Coefficient of variation (CV) | 0.044771624 |
| Kurtosis | 28.627834 |
| Mean | 6.5252017 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -4.3695414 |
| Sum | 6146.74 |
| Variance | 0.085348046 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.5 | 119 | 12.6% |
| 6.67 | 97 | 10.3% |
| 6.7 | 93 | 9.9% |
| 6.6 | 91 | 9.7% |
| 6.4 | 43 | 4.6% |
| 6.43 | 43 | 4.6% |
| 6.58 | 39 | 4.1% |
| 6.8 | 35 | 3.7% |
| 6.78 | 31 | 3.3% |
| 6.44 | 31 | 3.3% |
| Other values (57) | 320 |
| Value | Count | Frequency (%) |
| 3.54 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 4.5 | 1 | 0.1% |
| 4.7 | 3 | |
| 5 | 5 | |
| 5.2 | 1 | 0.1% |
| 5.3 | 1 | 0.1% |
| 5.4 | 1 | 0.1% |
| 5.42 | 1 | 0.1% |
| 5.45 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 6.95 | 3 | 0.3% |
| 6.92 | 1 | 0.1% |
| 6.91 | 1 | 0.1% |
| 6.9 | 5 | 0.5% |
| 6.83 | 2 | 0.2% |
| 6.82 | 7 | 0.7% |
| 6.81 | 2 | 0.2% |
| 6.8 | 35 | |
| 6.78 | 31 | |
| 6.76 | 3 | 0.3% |
resolution
Text
| Distinct | 71 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 121.6 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 11.742038 |
| Min length | 10 |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | 1440 x 3216 |
|---|---|
| 2nd row | 1080 x 2412 |
| 3rd row | 1080 x 2408 |
| 4th row | 1080 x 2400 |
| 5th row | 1080 x 2412 |
| Value | Count | Frequency (%) |
| x | 942 | |
| 1080 | 601 | |
| 2400 | 350 | 12.4% |
| 720 | 225 | 8.0% |
| 1600 | 160 | 5.7% |
| 2408 | 67 | 2.4% |
| 1440 | 62 | 2.2% |
| 2412 | 58 | 2.1% |
| 2460 | 42 | 1.5% |
| 2340 | 39 | 1.4% |
| Other values (67) | 280 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2856 | |
| 2826 | ||
| 2 | 1074 | 9.7% |
| 1 | 1061 | 9.6% |
| x | 942 | 8.5% |
| 4 | 770 | 7.0% |
| 8 | 746 | 6.7% |
| 6 | 294 | 2.7% |
| 7 | 280 | 2.5% |
| 3 | 129 | 1.2% |
| Other values (2) | 83 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11061 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2856 | |
| 2826 | ||
| 2 | 1074 | 9.7% |
| 1 | 1061 | 9.6% |
| x | 942 | 8.5% |
| 4 | 770 | 7.0% |
| 8 | 746 | 6.7% |
| 6 | 294 | 2.7% |
| 7 | 280 | 2.5% |
| 3 | 129 | 1.2% |
| Other values (2) | 83 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11061 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2856 | |
| 2826 | ||
| 2 | 1074 | 9.7% |
| 1 | 1061 | 9.6% |
| x | 942 | 8.5% |
| 4 | 770 | 7.0% |
| 8 | 746 | 6.7% |
| 6 | 294 | 2.7% |
| 7 | 280 | 2.5% |
| 3 | 129 | 1.2% |
| Other values (2) | 83 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11061 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2856 | |
| 2826 | ||
| 2 | 1074 | 9.7% |
| 1 | 1061 | 9.6% |
| x | 942 | 8.5% |
| 4 | 770 | 7.0% |
| 8 | 746 | 6.7% |
| 6 | 294 | 2.7% |
| 7 | 280 | 2.5% |
| 3 | 129 | 1.2% |
| Other values (2) | 83 | 0.8% |
refresh_rate
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.442675 |
| Minimum | 60 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 60 |
| median | 90 |
| Q3 | 120 |
| 95-th percentile | 144 |
| Maximum | 240 |
| Range | 180 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 28.951357 |
|---|---|
| Coefficient of variation (CV) | 0.31318173 |
| Kurtosis | -0.61470919 |
| Mean | 92.442675 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0.30511435 |
| Sum | 87081 |
| Variance | 838.18109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 60 | 348 | |
| 120 | 327 | |
| 90 | 218 | |
| 144 | 39 | 4.1% |
| 165 | 9 | 1.0% |
| 240 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 60 | 348 | |
| 90 | 218 | |
| 120 | 327 | |
| 144 | 39 | 4.1% |
| 165 | 9 | 1.0% |
| 240 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 240 | 1 | 0.1% |
| 165 | 9 | 1.0% |
| 144 | 39 | 4.1% |
| 120 | 327 | |
| 90 | 218 | |
| 60 | 348 |
num_rear_cameras
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 529 | |
| 2 | 201 | 21.3% |
| 4 | 150 | 15.9% |
| 1 | 62 | 6.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 529 | |
| 2 | 201 | 21.3% |
| 4 | 150 | 15.9% |
| 1 | 62 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 529 | |
| 2 | 201 | 21.3% |
| 4 | 150 | 15.9% |
| 1 | 62 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 529 | |
| 2 | 201 | 21.3% |
| 4 | 150 | 15.9% |
| 1 | 62 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 529 | |
| 2 | 201 | 21.3% |
| 4 | 150 | 15.9% |
| 1 | 62 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 529 | |
| 2 | 201 | 21.3% |
| 4 | 150 | 15.9% |
| 1 | 62 | 6.6% |
num_front_cameras
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 1 | |
|---|---|
| 2 | 23 |
| Missing | 1 |
Length
| Max length | 7 |
|---|---|
| Median length | 1 |
| Mean length | 1.0063694 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 918 | |
| 2 | 23 | 2.4% |
| Missing | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 918 | |
| 2 | 23 | 2.4% |
| missing | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 918 | |
| 2 | 23 | 2.4% |
| i | 2 | 0.2% |
| s | 2 | 0.2% |
| M | 1 | 0.1% |
| n | 1 | 0.1% |
| g | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 948 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 918 | |
| 2 | 23 | 2.4% |
| i | 2 | 0.2% |
| s | 2 | 0.2% |
| M | 1 | 0.1% |
| n | 1 | 0.1% |
| g | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 948 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 918 | |
| 2 | 23 | 2.4% |
| i | 2 | 0.2% |
| s | 2 | 0.2% |
| M | 1 | 0.1% |
| n | 1 | 0.1% |
| g | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 948 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 918 | |
| 2 | 23 | 2.4% |
| i | 2 | 0.2% |
| s | 2 | 0.2% |
| M | 1 | 0.1% |
| n | 1 | 0.1% |
| g | 1 | 0.1% |
primary_camera_rear
Categorical
High correlation
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 50 | |
|---|---|
| 64 | |
| 13 | |
| 48 | |
| 108 | |
| Other values (12) |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.0679406 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 50 |
|---|---|
| 2nd row | 64 |
| 3rd row | 50 |
| 4th row | 50 |
| 5th row | 108 |
Common Values
| Value | Count | Frequency (%) |
| 50 | 319 | |
| 64 | 176 | |
| 13 | 115 | 12.2% |
| 48 | 112 | 11.9% |
| 108 | 77 | 8.2% |
| 12 | 46 | 4.9% |
| 8 | 39 | 4.1% |
| 200 | 18 | 1.9% |
| 16 | 16 | 1.7% |
| 5 | 6 | 0.6% |
| Other values (7) | 18 | 1.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 50 | 319 | |
| 64 | 176 | |
| 13 | 115 | 12.2% |
| 48 | 112 | 11.9% |
| 108 | 77 | 8.2% |
| 12 | 46 | 4.9% |
| 8 | 39 | 4.1% |
| 200 | 18 | 1.9% |
| 16 | 16 | 1.7% |
| 5 | 6 | 0.6% |
| Other values (7) | 18 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 438 | |
| 5 | 331 | |
| 4 | 294 | |
| 1 | 258 | |
| 8 | 228 | |
| 6 | 192 | |
| 3 | 118 | 6.1% |
| 2 | 80 | 4.1% |
| . | 8 | 0.4% |
| 7 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1948 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 438 | |
| 5 | 331 | |
| 4 | 294 | |
| 1 | 258 | |
| 8 | 228 | |
| 6 | 192 | |
| 3 | 118 | 6.1% |
| 2 | 80 | 4.1% |
| . | 8 | 0.4% |
| 7 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1948 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 438 | |
| 5 | 331 | |
| 4 | 294 | |
| 1 | 258 | |
| 8 | 228 | |
| 6 | 192 | |
| 3 | 118 | 6.1% |
| 2 | 80 | 4.1% |
| . | 8 | 0.4% |
| 7 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1948 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 438 | |
| 5 | 331 | |
| 4 | 294 | |
| 1 | 258 | |
| 8 | 228 | |
| 6 | 192 | |
| 3 | 118 | 6.1% |
| 2 | 80 | 4.1% |
| . | 8 | 0.4% |
| 7 | 1 | 0.1% |
primary_camera_front
Real number (ℝ)
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.583209 |
| Minimum | 0.3 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 16 |
| Q3 | 16 |
| 95-th percentile | 32 |
| Maximum | 60 |
| Range | 59.7 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 10.952164 |
|---|---|
| Coefficient of variation (CV) | 0.66043691 |
| Kurtosis | 2.2485214 |
| Mean | 16.583209 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.4475058 |
| Sum | 15604.8 |
| Variance | 119.94989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 16 | 301 | |
| 8 | 177 | |
| 32 | 148 | |
| 5 | 119 | 12.6% |
| 12 | 41 | 4.4% |
| 13 | 40 | 4.2% |
| 20 | 34 | 3.6% |
| 10 | 21 | 2.2% |
| 50 | 12 | 1.3% |
| 60 | 10 | 1.1% |
| Other values (12) | 38 | 4.0% |
| Value | Count | Frequency (%) |
| 0.3 | 1 | 0.1% |
| 2 | 5 | 0.5% |
| 5 | 119 | |
| 7 | 4 | 0.4% |
| 8 | 177 | |
| 10 | 21 | 2.2% |
| 10.1 | 1 | 0.1% |
| 10.8 | 2 | 0.2% |
| 11.1 | 2 | 0.2% |
| 12 | 41 | 4.4% |
| Value | Count | Frequency (%) |
| 60 | 10 | 1.1% |
| 50 | 12 | 1.3% |
| 48 | 2 | 0.2% |
| 44 | 8 | 0.8% |
| 40 | 6 | 0.6% |
| 32 | 148 | |
| 25 | 3 | 0.3% |
| 24 | 3 | 0.3% |
| 20 | 34 | 3.6% |
| 16 | 301 |
fast_charging_available
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 0 | 128 | 13.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 0 | 128 | 13.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 0 | 128 | 13.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 0 | 128 | 13.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 0 | 128 | 13.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 814 | |
| 0 | 128 | 13.6% |
extended_memory_available
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 329 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 329 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 329 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 329 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 329 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 942 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 613 | |
| 0 | 329 |
extended_upto
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 116 |
| Missing (%) | 12.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.46005 |
| Minimum | 0 |
|---|---|
| Maximum | 2048 |
| Zeros | 329 |
| Zeros (%) | 34.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 256 |
| Q3 | 1024 |
| 95-th percentile | 1024 |
| Maximum | 2048 |
| Range | 2048 |
| Interquartile range (IQR) | 1024 |
Descriptive statistics
| Standard deviation | 456.64693 |
|---|---|
| Coefficient of variation (CV) | 1.0320636 |
| Kurtosis | -0.8693752 |
| Mean | 442.46005 |
| Median Absolute Deviation (MAD) | 256 |
| Skewness | 0.54451911 |
| Sum | 365472 |
| Variance | 208526.42 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 329 | |
| 1024 | 263 | |
| 512 | 116 | 12.3% |
| 256 | 98 | 10.4% |
| 128 | 9 | 1.0% |
| 2048 | 5 | 0.5% |
| 32 | 3 | 0.3% |
| 64 | 3 | 0.3% |
| (Missing) | 116 | 12.3% |
| Value | Count | Frequency (%) |
| 0 | 329 | |
| 32 | 3 | 0.3% |
| 64 | 3 | 0.3% |
| 128 | 9 | 1.0% |
| 256 | 98 | 10.4% |
| 512 | 116 | 12.3% |
| 1024 | 263 | |
| 2048 | 5 | 0.5% |
| Value | Count | Frequency (%) |
| 2048 | 5 | 0.5% |
| 1024 | 263 | |
| 512 | 116 | 12.3% |
| 256 | 98 | 10.4% |
| 128 | 9 | 1.0% |
| 64 | 3 | 0.3% |
| 32 | 3 | 0.3% |
| 0 | 329 |
Interactions
Correlations
| battery_capacity | brand_name | extended_memory_available | extended_upto | fast_charging | fast_charging_available | has_5g | has_ir_blaster | has_nfc | internal_memory | num_cores | num_front_cameras | num_rear_cameras | os | price | primary_camera_front | primary_camera_rear | processor_brand | processor_speed | ram_capacity | rating | refresh_rate | screen_size | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery_capacity | 1.000 | 0.362 | 0.400 | 0.359 | -0.254 | 0.276 | 0.336 | 0.196 | 0.365 | -0.110 | 0.432 | 0.175 | 0.268 | 0.399 | -0.313 | -0.129 | 0.268 | 0.261 | -0.176 | -0.132 | -0.257 | 0.062 | 0.333 |
| brand_name | 0.362 | 1.000 | 0.476 | 0.443 | 0.233 | 0.410 | 0.351 | 0.806 | 0.528 | 0.299 | 0.795 | 0.156 | 0.358 | 0.839 | 0.267 | 0.244 | 0.420 | 0.511 | 0.386 | 0.355 | 0.187 | 0.581 | 0.548 |
| extended_memory_available | 0.400 | 0.476 | 1.000 | 0.961 | 0.628 | 0.213 | 0.502 | 0.031 | 0.555 | 0.473 | 0.245 | 0.100 | 0.250 | 0.269 | 0.668 | 0.341 | 0.330 | 0.481 | 0.725 | 0.510 | 0.473 | 0.515 | 0.414 |
| extended_upto | 0.359 | 0.443 | 0.961 | 1.000 | -0.536 | 0.277 | 0.576 | 0.296 | 0.577 | -0.342 | 0.177 | 0.062 | 0.153 | 0.176 | -0.513 | -0.277 | 0.223 | 0.301 | -0.515 | -0.387 | -0.341 | -0.339 | -0.169 |
| fast_charging | -0.254 | 0.233 | 0.628 | -0.536 | 1.000 | 1.000 | 0.460 | 0.257 | 0.388 | 0.561 | 0.000 | 0.121 | 0.170 | 0.000 | 0.660 | 0.596 | 0.164 | 0.124 | 0.645 | 0.655 | 0.654 | 0.618 | 0.398 |
| fast_charging_available | 0.276 | 0.410 | 0.213 | 0.277 | 1.000 | 1.000 | 0.398 | 0.158 | 0.282 | 0.482 | 0.371 | 0.092 | 0.524 | 0.000 | 0.305 | 0.512 | 0.697 | 0.486 | 0.500 | 0.535 | 0.634 | 0.438 | 0.369 |
| has_5g | 0.336 | 0.351 | 0.502 | 0.576 | 0.460 | 0.398 | 1.000 | 0.104 | 0.480 | 0.596 | 0.235 | 0.014 | 0.368 | 0.088 | 0.601 | 0.430 | 0.471 | 0.725 | 0.672 | 0.581 | 0.623 | 0.645 | 0.337 |
| has_ir_blaster | 0.196 | 0.806 | 0.031 | 0.296 | 0.257 | 0.158 | 0.104 | 1.000 | 0.023 | 0.068 | 0.111 | 0.000 | 0.183 | 0.075 | 0.000 | 0.289 | 0.286 | 0.216 | 0.207 | 0.156 | 0.185 | 0.202 | 0.194 |
| has_nfc | 0.365 | 0.528 | 0.555 | 0.577 | 0.388 | 0.282 | 0.480 | 0.023 | 1.000 | 0.484 | 0.268 | 0.000 | 0.245 | 0.240 | 0.672 | 0.406 | 0.421 | 0.498 | 0.635 | 0.469 | 0.549 | 0.461 | 0.385 |
| internal_memory | -0.110 | 0.299 | 0.473 | -0.342 | 0.561 | 0.482 | 0.596 | 0.068 | 0.484 | 1.000 | 0.358 | 0.054 | 0.255 | 0.261 | 0.763 | 0.542 | 0.329 | 0.325 | 0.607 | 0.797 | 0.734 | 0.558 | 0.354 |
| num_cores | 0.432 | 0.795 | 0.245 | 0.177 | 0.000 | 0.371 | 0.235 | 0.111 | 0.268 | 0.358 | 1.000 | 0.110 | 0.271 | 0.683 | 0.453 | 0.315 | 0.615 | 0.770 | 0.540 | 0.393 | 0.333 | 0.190 | 0.426 |
| num_front_cameras | 0.175 | 0.156 | 0.100 | 0.062 | 0.121 | 0.092 | 0.014 | 0.000 | 0.000 | 0.054 | 0.110 | 1.000 | 0.113 | 0.000 | 0.072 | 0.385 | 0.493 | 0.360 | 0.168 | 0.131 | 0.123 | 0.005 | 0.281 |
| num_rear_cameras | 0.268 | 0.358 | 0.250 | 0.153 | 0.170 | 0.524 | 0.368 | 0.183 | 0.245 | 0.255 | 0.271 | 0.113 | 1.000 | 0.095 | 0.194 | 0.404 | 0.446 | 0.300 | 0.330 | 0.331 | 0.405 | 0.269 | 0.325 |
| os | 0.399 | 0.839 | 0.269 | 0.176 | 0.000 | 0.000 | 0.088 | 0.075 | 0.240 | 0.261 | 0.683 | 0.000 | 0.095 | 1.000 | 0.465 | 0.217 | 0.415 | 0.735 | 0.235 | 0.110 | 0.047 | 0.059 | 0.319 |
| price | -0.313 | 0.267 | 0.668 | -0.513 | 0.660 | 0.305 | 0.601 | 0.000 | 0.672 | 0.763 | 0.453 | 0.072 | 0.194 | 0.465 | 1.000 | 0.587 | 0.253 | 0.282 | 0.788 | 0.771 | 0.801 | 0.604 | 0.300 |
| primary_camera_front | -0.129 | 0.244 | 0.341 | -0.277 | 0.596 | 0.512 | 0.430 | 0.289 | 0.406 | 0.542 | 0.315 | 0.385 | 0.404 | 0.217 | 0.587 | 1.000 | 0.336 | 0.228 | 0.486 | 0.647 | 0.683 | 0.504 | 0.245 |
| primary_camera_rear | 0.268 | 0.420 | 0.330 | 0.223 | 0.164 | 0.697 | 0.471 | 0.286 | 0.421 | 0.329 | 0.615 | 0.493 | 0.446 | 0.415 | 0.253 | 0.336 | 1.000 | 0.307 | 0.340 | 0.363 | 0.368 | 0.529 | 0.368 |
| processor_brand | 0.261 | 0.511 | 0.481 | 0.301 | 0.124 | 0.486 | 0.725 | 0.216 | 0.498 | 0.325 | 0.770 | 0.360 | 0.300 | 0.735 | 0.282 | 0.228 | 0.307 | 1.000 | 0.438 | 0.277 | 0.240 | 0.247 | 0.317 |
| processor_speed | -0.176 | 0.386 | 0.725 | -0.515 | 0.645 | 0.500 | 0.672 | 0.207 | 0.635 | 0.607 | 0.540 | 0.168 | 0.330 | 0.235 | 0.788 | 0.486 | 0.340 | 0.438 | 1.000 | 0.628 | 0.682 | 0.577 | 0.360 |
| ram_capacity | -0.132 | 0.355 | 0.510 | -0.387 | 0.655 | 0.535 | 0.581 | 0.156 | 0.469 | 0.797 | 0.393 | 0.131 | 0.331 | 0.110 | 0.771 | 0.647 | 0.363 | 0.277 | 0.628 | 1.000 | 0.837 | 0.590 | 0.371 |
| rating | -0.257 | 0.187 | 0.473 | -0.341 | 0.654 | 0.634 | 0.623 | 0.185 | 0.549 | 0.734 | 0.333 | 0.123 | 0.405 | 0.047 | 0.801 | 0.683 | 0.368 | 0.240 | 0.682 | 0.837 | 1.000 | 0.632 | 0.309 |
| refresh_rate | 0.062 | 0.581 | 0.515 | -0.339 | 0.618 | 0.438 | 0.645 | 0.202 | 0.461 | 0.558 | 0.190 | 0.005 | 0.269 | 0.059 | 0.604 | 0.504 | 0.529 | 0.247 | 0.577 | 0.590 | 0.632 | 1.000 | 0.471 |
| screen_size | 0.333 | 0.548 | 0.414 | -0.169 | 0.398 | 0.369 | 0.337 | 0.194 | 0.385 | 0.354 | 0.426 | 0.281 | 0.325 | 0.319 | 0.300 | 0.245 | 0.368 | 0.317 | 0.360 | 0.371 | 0.309 | 0.471 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| model | price | rating | os | brand_name | has_5g | has_nfc | has_ir_blaster | num_cores | processor_speed | processor_brand | ram_capacity | internal_memory | battery_capacity | fast_charging | screen_size | resolution | refresh_rate | num_rear_cameras | num_front_cameras | primary_camera_rear | primary_camera_front | fast_charging_available | extended_memory_available | extended_upto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | OnePlus 11 5G | 54999 | 89.0 | android | oneplus | True | True | False | 8.0 | 3.20 | snapdragon | 12.0 | 256.0 | 5000.0 | 100.0 | 6.70 | 1440 x 3216 | 120 | 3 | 1 | 50 | 16.0 | 1 | 0 | 0.0 |
| 1 | OnePlus Nord CE 2 Lite 5G | 19989 | 81.0 | android | oneplus | True | False | False | 8.0 | 2.20 | snapdragon | 6.0 | 128.0 | 5000.0 | 33.0 | 6.59 | 1080 x 2412 | 120 | 3 | 1 | 64 | 16.0 | 1 | 1 | 1024.0 |
| 2 | Samsung Galaxy A14 5G | 16499 | 75.0 | android | samsung | True | False | False | 8.0 | 2.40 | exynos | 4.0 | 64.0 | 5000.0 | 15.0 | 6.60 | 1080 x 2408 | 90 | 3 | 1 | 50 | 13.0 | 1 | 1 | 1024.0 |
| 3 | Motorola Moto G62 5G | 14999 | 81.0 | android | motorola | True | False | False | 8.0 | 2.20 | snapdragon | 6.0 | 128.0 | 5000.0 | NaN | 6.55 | 1080 x 2400 | 120 | 3 | 1 | 50 | 16.0 | 1 | 1 | 1024.0 |
| 4 | Realme 10 Pro Plus | 24999 | 82.0 | android | realme | True | False | False | 8.0 | 2.60 | dimensity | 6.0 | 128.0 | 5000.0 | 67.0 | 6.70 | 1080 x 2412 | 120 | 3 | 1 | 108 | 16.0 | 1 | 0 | 0.0 |
| 5 | Samsung Galaxy F23 5G (6GB RAM + 128GB) | 16999 | 80.0 | android | samsung | True | True | False | 8.0 | 2.20 | snapdragon | 6.0 | 128.0 | 5000.0 | 25.0 | 6.60 | 1080 x 2408 | 120 | 3 | 1 | 50 | 8.0 | 1 | 1 | 1024.0 |
| 6 | Apple iPhone 14 | 65999 | 81.0 | ios | apple | True | True | False | 6.0 | 3.22 | bionic | 6.0 | 128.0 | 3279.0 | NaN | 6.10 | 1170 x 2532 | 60 | 2 | 1 | 12 | 12.0 | 1 | 0 | 0.0 |
| 7 | Xiaomi Redmi Note 12 Pro Plus | 29999 | 86.0 | android | xiaomi | True | False | True | 8.0 | 2.60 | dimensity | 8.0 | 256.0 | 4980.0 | 120.0 | 6.67 | 1080 x 2400 | 120 | 3 | 1 | 200 | 16.0 | 1 | 0 | 0.0 |
| 8 | Nothing Phone 1 | 26749 | 85.0 | android | nothing | True | True | False | 8.0 | 2.50 | snapdragon | 8.0 | 128.0 | 4500.0 | 33.0 | 6.55 | 1080 x 2400 | 120 | 2 | 1 | 50 | 16.0 | 1 | 0 | 0.0 |
| 9 | OnePlus Nord 2T 5G | 28999 | 84.0 | android | oneplus | True | True | False | 8.0 | 3.00 | dimensity | 8.0 | 128.0 | 4500.0 | 80.0 | 6.43 | 1080 x 2400 | 90 | 3 | 1 | 50 | 32.0 | 1 | 0 | 0.0 |
| model | price | rating | os | brand_name | has_5g | has_nfc | has_ir_blaster | num_cores | processor_speed | processor_brand | ram_capacity | internal_memory | battery_capacity | fast_charging | screen_size | resolution | refresh_rate | num_rear_cameras | num_front_cameras | primary_camera_rear | primary_camera_front | fast_charging_available | extended_memory_available | extended_upto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 969 | Xiaomi Civi 3 | 32990 | 86.0 | android | xiaomi | True | True | True | 8.0 | 3.10 | dimensity | 8.0 | 256.0 | 5000.0 | 80.0 | 6.70 | 1080 x 2400 | 120 | 3 | 2 | 64 | 32.0 | 1 | 0 | 0.0 |
| 970 | Realme Narzo 50i Prime (4GB RAM + 64GB) | 8720 | 64.0 | android | realme | False | False | False | 8.0 | 1.82 | tiger | 4.0 | 64.0 | 5000.0 | 10.0 | 6.50 | 720 x 1600 | 60 | 1 | 1 | 8 | 5.0 | 1 | 1 | 1024.0 |
| 971 | Oppo Find X6 | 69990 | 89.0 | android | oppo | True | True | False | 8.0 | 3.20 | snapdragon | 8.0 | 256.0 | 4700.0 | 120.0 | 6.73 | 1080 x 2400 | 120 | 3 | 1 | 50 | 32.0 | 1 | 0 | 0.0 |
| 972 | itel A23s | 4787 | NaN | android | itel | False | False | False | 4.0 | 1.40 | spreadtrum | 2.0 | 32.0 | 3020.0 | NaN | 5.00 | 854 x 480 | 60 | 1 | Missing | 2 | NaN | 0 | 0 | 0.0 |
| 973 | Google Pixel 8 Pro | 70990 | 80.0 | android | True | True | False | 8.0 | NaN | 12.0 | 256.0 | 5000.0 | 67.0 | 6.73 | 1440 x 3120 | 120 | 3 | 1 | 50 | 12.0 | 1 | 0 | 0.0 | ||
| 975 | Motorola Moto Edge S30 Pro | 34990 | 83.0 | android | motorola | True | False | False | 8.0 | 3.00 | snapdragon | 8.0 | 128.0 | 5000.0 | 68.0 | 6.67 | 1080 x 2460 | 120 | 3 | 1 | 64 | 16.0 | 1 | 0 | 0.0 |
| 976 | Honor X8 5G | 14990 | 75.0 | android | honor | True | False | False | 8.0 | 2.20 | snapdragon | 6.0 | 128.0 | 5000.0 | 22.0 | 6.50 | 720 x 1600 | 60 | 3 | 1 | 48 | 8.0 | 1 | 1 | 1024.0 |
| 977 | POCO X4 GT 5G (8GB RAM + 256GB) | 28990 | 85.0 | android | poco | True | True | True | 8.0 | 2.85 | dimensity | 8.0 | 256.0 | 5080.0 | 67.0 | 6.60 | 1080 x 2460 | 144 | 3 | 1 | 64 | 16.0 | 1 | 0 | 0.0 |
| 978 | Motorola Moto G91 5G | 19990 | 80.0 | android | motorola | True | True | False | 8.0 | 2.20 | snapdragon | 6.0 | 128.0 | 5000.0 | NaN | 6.80 | 1080 x 2400 | 60 | 3 | 1 | 108 | 32.0 | 1 | 1 | 1024.0 |
| 979 | Samsung Galaxy M52s 5G | 24990 | 74.0 | android | samsung | True | False | False | 8.0 | NaN | NaN | 8.0 | 128.0 | 5000.0 | NaN | 6.50 | 1080 x 2400 | 60 | 3 | 1 | 64 | 32.0 | 1 | 1 | 1024.0 |